{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "1d4f8d18",
   "metadata": {},
   "source": [
    "波浪水球图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "be64fdbd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<script>\n",
       "    require.config({\n",
       "        paths: {\n",
       "            'echarts':'https://assets.pyecharts.org/assets/v5/echarts.min', 'echarts-liquidfill':'https://assets.pyecharts.org/assets/v5/echarts-liquidfill.min'\n",
       "        }\n",
       "    });\n",
       "</script>\n",
       "\n",
       "        <div id=\"6e17e840d56e4374a91d0f7380cd92ba\" style=\"width:900px; height:500px;\"></div>\n",
       "\n",
       "<script>\n",
       "        require(['echarts', 'echarts-liquidfill'], function(echarts) {\n",
       "                var chart_6e17e840d56e4374a91d0f7380cd92ba = echarts.init(\n",
       "                    document.getElementById('6e17e840d56e4374a91d0f7380cd92ba'), 'white', {renderer: 'canvas'});\n",
       "                var option_6e17e840d56e4374a91d0f7380cd92ba = {\n",
       "    \"animation\": true,\n",
       "    \"animationThreshold\": 2000,\n",
       "    \"animationDuration\": 1000,\n",
       "    \"animationEasing\": \"cubicOut\",\n",
       "    \"animationDelay\": 0,\n",
       "    \"animationDurationUpdate\": 300,\n",
       "    \"animationEasingUpdate\": \"cubicOut\",\n",
       "    \"animationDelayUpdate\": 0,\n",
       "    \"aria\": {\n",
       "        \"enabled\": false\n",
       "    },\n",
       "    \"color\": [\n",
       "        \"#5470c6\",\n",
       "        \"#91cc75\",\n",
       "        \"#fac858\",\n",
       "        \"#ee6666\",\n",
       "        \"#73c0de\",\n",
       "        \"#3ba272\",\n",
       "        \"#fc8452\",\n",
       "        \"#9a60b4\",\n",
       "        \"#ea7ccc\"\n",
       "    ],\n",
       "    \"series\": [\n",
       "        {\n",
       "            \"type\": \"liquidFill\",\n",
       "            \"name\": \"\\u5b8c\\u6210\\u7387\",\n",
       "            \"data\": [\n",
       "                0.65\n",
       "            ],\n",
       "            \"waveAnimation\": true,\n",
       "            \"animationDuration\": 2000,\n",
       "            \"animationDurationUpdate\": 1000,\n",
       "            \"color\": [\n",
       "                \"#294D99\",\n",
       "                \"#156ACF\",\n",
       "                \"#1598ED\",\n",
       "                \"#45BDFF\"\n",
       "            ],\n",
       "            \"shape\": \"circle\",\n",
       "            \"backgroundStyle\": {},\n",
       "            \"outline\": {\n",
       "                \"show\": false,\n",
       "                \"borderDistance\": 8\n",
       "            },\n",
       "            \"label\": {\n",
       "                \"show\": true,\n",
       "                \"position\": \"inside\",\n",
       "                \"margin\": 8,\n",
       "                \"fontSize\": 50\n",
       "            }\n",
       "        }\n",
       "    ],\n",
       "    \"legend\": [\n",
       "        {\n",
       "            \"data\": [],\n",
       "            \"selected\": {},\n",
       "            \"show\": true,\n",
       "            \"padding\": 5,\n",
       "            \"itemGap\": 10,\n",
       "            \"itemWidth\": 25,\n",
       "            \"itemHeight\": 14,\n",
       "            \"backgroundColor\": \"transparent\",\n",
       "            \"borderColor\": \"#ccc\",\n",
       "            \"borderRadius\": 0,\n",
       "            \"pageButtonItemGap\": 5,\n",
       "            \"pageButtonPosition\": \"end\",\n",
       "            \"pageFormatter\": \"{current}/{total}\",\n",
       "            \"pageIconColor\": \"#2f4554\",\n",
       "            \"pageIconInactiveColor\": \"#aaa\",\n",
       "            \"pageIconSize\": 15,\n",
       "            \"animationDurationUpdate\": 800,\n",
       "            \"selector\": false,\n",
       "            \"selectorPosition\": \"auto\",\n",
       "            \"selectorItemGap\": 7,\n",
       "            \"selectorButtonGap\": 10\n",
       "        }\n",
       "    ],\n",
       "    \"tooltip\": {\n",
       "        \"show\": false,\n",
       "        \"trigger\": \"item\",\n",
       "        \"triggerOn\": \"mousemove|click\",\n",
       "        \"axisPointer\": {\n",
       "            \"type\": \"line\"\n",
       "        },\n",
       "        \"showContent\": true,\n",
       "        \"alwaysShowContent\": false,\n",
       "        \"showDelay\": 0,\n",
       "        \"hideDelay\": 100,\n",
       "        \"enterable\": false,\n",
       "        \"confine\": false,\n",
       "        \"appendToBody\": false,\n",
       "        \"transitionDuration\": 0.4,\n",
       "        \"textStyle\": {\n",
       "            \"fontSize\": 14\n",
       "        },\n",
       "        \"borderWidth\": 0,\n",
       "        \"padding\": 5,\n",
       "        \"order\": \"seriesAsc\"\n",
       "    },\n",
       "    \"title\": [\n",
       "        {\n",
       "            \"show\": true,\n",
       "            \"text\": \"\\u4efb\\u52a1\\u5b8c\\u6210\\u7387\",\n",
       "            \"target\": \"blank\",\n",
       "            \"subtarget\": \"blank\",\n",
       "            \"left\": \"center\",\n",
       "            \"padding\": 5,\n",
       "            \"itemGap\": 10,\n",
       "            \"textAlign\": \"auto\",\n",
       "            \"textVerticalAlign\": \"auto\",\n",
       "            \"triggerEvent\": false\n",
       "        }\n",
       "    ]\n",
       "};\n",
       "                chart_6e17e840d56e4374a91d0f7380cd92ba.setOption(option_6e17e840d56e4374a91d0f7380cd92ba);\n",
       "        });\n",
       "    </script>\n"
      ],
      "text/plain": [
       "<pyecharts.render.display.HTML at 0x1c8b9bb4b20>"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from pyecharts.charts import Liquid\n",
    "from pyecharts import options as opts\n",
    "\n",
    "# 数据\n",
    "completion_rate = 0.65  # 完成率 65%\n",
    "\n",
    "# 创建波浪水球图\n",
    "liquid = (\n",
    "    Liquid()\n",
    "    .add(\"完成率\", [completion_rate], is_outline_show=False)\n",
    "    .set_global_opts(\n",
    "        title_opts=opts.TitleOpts(title=\"任务完成率\", pos_left=\"center\"),\n",
    "        tooltip_opts=opts.TooltipOpts(is_show=False)\n",
    "    )\n",
    ")\n",
    "\n",
    "# 渲染\n",
    "liquid.render_notebook()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "68756b7b",
   "metadata": {},
   "source": [
    "玉玦图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "c247baa8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei']\n",
    "plt.rcParams['axes.unicode_minus'] = False\n",
    "\n",
    "# 数据\n",
    "data = [\n",
    "    {\"name\": \">=50\", \"value\": 12.5, \"placeholder\": 37.5, \"color\": \"#FF6347\"},  # 更换颜色\n",
    "    {\"name\": \"[40,50)\", \"value\": 20.8, \"placeholder\": 29.2, \"color\": \"#FFD700\"},  # 更换颜色\n",
    "    {\"name\": \"[30,40)\", \"value\": 29.2, \"placeholder\": 20.8, \"color\": \"#32CD32\"},  # 更换颜色\n",
    "    {\"name\": \"[20,30)\", \"value\": 37.5, \"placeholder\": 12.5, \"color\": \"#1E90FF\"}   # 更换颜色\n",
    "]\n",
    "\n",
    "# 提取名称、占比、占位和颜色数据\n",
    "arr_name = [item['name'] for item in data]\n",
    "arr_value = [item['value'] for item in data]\n",
    "arr_placeholder = [item['placeholder'] for item in data]\n",
    "arr_colors = [item['color'] for item in data]\n",
    "\n",
    "# 绘图\n",
    "fig, ax = plt.subplots(figsize=(6, 6), subplot_kw=dict(aspect=\"equal\"))\n",
    "\n",
    "# 设置每个环的半径和宽度\n",
    "radius_step = 0.15  # 每个环的半径\n",
    "width = 0.15 # 环宽度\n",
    "\n",
    "# 绘制玉珏图，增加弧度\n",
    "for i, (item, color) in enumerate(zip(data, arr_colors)):\n",
    "    expanded_value = (100 - item['placeholder']) * 0.2  # 扩展的占比值\n",
    "    expanded_placeholder = item['placeholder']  # 占位数据\n",
    "\n",
    "    wedges, _ = ax.pie(\n",
    "        [expanded_value, 0, expanded_placeholder],  # 使用增加后的比例\n",
    "        radius=1 - i * radius_step,  # 环的半径\n",
    "        colors=[\"white\", \"white\", color],  # 白色背景和指定颜色\n",
    "        startangle=90,  # 从y轴正方向开始\n",
    "        wedgeprops=dict(width=width, edgecolor='white')\n",
    "    )\n",
    "\n",
    "# 添加标签\n",
    "for i, (name, value) in enumerate(zip(reversed(arr_name), reversed(arr_value))):\n",
    "    ax.text(\n",
    "        0,  # 标签放置在环的内侧\n",
    "        1 - i * radius_step - width / 2,  # 调整标签的垂直位置\n",
    "        f\"{name} {value}%\",  # 标签内容\n",
    "        ha='right', va='center', color='black', fontsize=10\n",
    "    )\n",
    "\n",
    "# 设置标题\n",
    "plt.title(\"年龄分布与占位分析\", fontsize=16, weight='bold')\n",
    "plt.text(0, 1.2, \"公司年龄结构分析，最大年龄段为23-30岁\", ha='center', fontsize=12)\n",
    "# 设置背景颜色\n",
    "fig.patch.set_facecolor('white')  # 背景颜色\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0b210b2d",
   "metadata": {},
   "source": [
    "跑道图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "aa50a982",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei']\n",
    "plt.rcParams['axes.unicode_minus'] = False\n",
    "\n",
    "# 数据\n",
    "data = [\n",
    "    {\"name\": \"人力部\", \"value\": 130, \"placeholder\": 702, \"color\": \"#ff7f50\"},\n",
    "    {\"name\": \"行政部\", \"value\": 226, \"placeholder\": 606, \"color\": \"#87cefa\"},\n",
    "    {\"name\": \"财务部\", \"value\": 238, \"placeholder\": 594, \"color\": \"#98fb98\"},\n",
    "    {\"name\": \"工程部\", \"value\": 293, \"placeholder\": 539, \"color\": \"#dda0dd\"},\n",
    "    {\"name\": \"采购部\", \"value\": 326, \"placeholder\": 506, \"color\": \"#ffb6c1\"},\n",
    "    {\"name\": \"销售部\", \"value\": 451, \"placeholder\": 381, \"color\": \"#f0e68c\"},\n",
    "]\n",
    "\n",
    "# 提取名称、人数、占位和颜色数据\n",
    "arr_name = [item['name'] for item in data]\n",
    "arr_value = [item['value'] for item in data]\n",
    "arr_placeholder = [item['placeholder'] for item in data]\n",
    "arr_colors = [item['color'] for item in data]\n",
    "\n",
    "# 绘图\n",
    "fig, ax = plt.subplots(figsize=(10, 6), subplot_kw=dict(aspect=\"equal\"))\n",
    "\n",
    "# 设置每个环的半径和宽度\n",
    "radius_step = 0.1  # 每个环的半径\n",
    "width = 0.08  # 环宽度\n",
    "\n",
    "# 绘制玉珏图\n",
    "for i, (item, color) in enumerate(zip(data, arr_colors)):\n",
    "    expanded_value = item['value'] * 4.7  # 使用人数的扩展值\n",
    "    expanded_placeholder = item['placeholder']  # 使用占位的值\n",
    "\n",
    "    wedges, _ = ax.pie(\n",
    "        [expanded_value, 0, expanded_placeholder],\n",
    "        radius=1 - i * radius_step,\n",
    "        colors=[\"white\", \"white\", color],\n",
    "        startangle=90,\n",
    "        wedgeprops=dict(width=width, edgecolor='white')\n",
    "    )\n",
    "\n",
    "# 添加标签\n",
    "for i, (name, value) in enumerate(zip(reversed(arr_name), reversed(arr_value))):\n",
    "    ax.text(\n",
    "        0,  # 将标签放在环的内侧\n",
    "        1 - i * radius_step - width / 2,\n",
    "        f\"{name} {value}\",\n",
    "        ha='center', va='center', color='black', fontsize=10\n",
    "    )\n",
    "\n",
    "# 设置标题并调整位置\n",
    "plt.title(\"部门人数分布\", fontsize=16, weight='bold', pad=30)  # 增加pad值避免重叠\n",
    "plt.text(0, 1.35, \"各部门人数与占位情况\", ha='center', fontsize=12, color='gray')  # 修改颜色和位置\n",
    "\n",
    "# 设置背景颜色\n",
    "fig.patch.set_facecolor('white')  # 背景颜色\n",
    "ax.set_facecolor('#f0f0f0')  # 坐标轴背景颜色\n",
    "plt.gca().set_facecolor('#f0f0f0')\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "488234e9",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
